CS245-Data-Science SJTU2 CS45 Data Science 1. Requirements Python 2.7 ipython jupyter notebook numpy pandas matplotlib sklearn stats xlwt seaborn 2. Contents Adult 分析并可视化Adult数据集 Iris 探索Iris数据集 Boston Boston数据集主成分分析 Model Selection 模型评价与模型改善 Apriori Apriori算法实现及应用 Adult++ 大作业:完整探索Adult数据集 Reference Morvan's tutorial pandas matplotlib